\caption{RD estimates of the effect of a left-wing mayor: robustness to alternative bandwith selection}
\resizebox{\linewidth}{!}{
\begin{tabular}{lcccccccccc}
\toprule
&        \multicolumn{2}{c}{Baseline}                           & \multicolumn{8}{c}{Subsamples}                                                                \\
\cmidrule(lr){2-3} \cmidrule(lr){4-11}
&       &                                                                                                               & \multicolumn{2}{c}{Lame Duck}                                                                                                                         & \multicolumn{2}{c}{Tiebout}                                                                                                           & \multicolumn{2}{c}{Ideology distance}                                                                                                                         & \multicolumn{2}{c}{Oil windfall}\\
&                                                                       &                                                                               &                                                                               &                                                                               & \multicolumn{2}{c}{$<$ median}                                                                                                        & \multicolumn{2}{c}{$>$ median}                                                                                                                        &                                                                                                                                       \\
\cmidrule(lr){2-3} \cmidrule(lr){4-5} \cmidrule(lr){6-7} \cmidrule(lr){8-9} \cmidrule(lr){10-11}
Outcome                                            &        MSE                                                    &      CER                                                                      &       MSE                                                                     &    CER                                                                        &    MSE                                                                &        CER                                                            &      MSE                                                                      &       CER                                                                     &    MSE                                                                        &    CER                                                \\
\midrule
\multicolumn{11}{c}{Size of government: overall revenues and expenses} \\
\midrule
Expenditure per capita                      &     -0.01                        &      0.05                                &      0.52                                &      0.99                                &     -1.24                        &     -1.07                        &      0.23                                &     -0.07                                &      2.26                                &      3.35      \\
& (     0.56)                                                & (     0.61)                                                        & (     1.27)                                                        & (     1.25)                                                        & (     0.85)                                                & (     0.91)                                                & (     0.82)                                                        & (     0.91)                                                        & (     2.06)                                                        & (     2.22)                               \\
Expenditure, \% of GDP                      &      0.01                    &      0.08                            &     -1.05                            &     -1.01                            &     -0.36                    &     -0.38                    &     -0.02                            &     -0.19                            &     -0.13                            &      0.04  \\
& (     0.24)                                              & (     0.21)                                                      & (     1.18)                                                      & (     1.21)                                                      & (     0.43)                                              & (     0.47)                                              & (     0.25)                                                      & (     0.39)                                                      & (     0.47)                                                      & (     0.48)                             \\
Revenue per capita                          &      0.39                        &      0.62                                &      0.59                                &      1.10                                &     -0.77                        &     -0.68                        &      1.02                                &      1.03                                &      2.19                                &      3.12      \\
& (     0.52)                                                & (     0.58)                                                        & (     1.21)                                                        & (     1.21)                                                        & (     0.77)                                                & (     0.83)                                                & (     0.88)                                                        & (     1.02)                                                        & (     2.01)                                                        & (     2.15)                               \\
Revenue, \% of GDP                          &      0.12                    &      0.22                            &     -1.14                            &     -1.09                            &     -0.20                    &     -0.27                    &      0.24                            &      0.13                            &     -0.21                            &      0.09  \\
& (     0.25)                                              & (     0.23)                                                      & (     1.20)                                                      & (     1.23)                                                      & (     0.42)                                              & (     0.48)                                              & (     0.27)                                                      & (     0.42)                                                      & (     0.49)                                                      & (     0.50)                             \\
\midrule
\multicolumn{11}{c}{Allocation of resources: budget categories (\% of total expenditure)} \\
\midrule
Current Expenditure                         &     -0.05          &     -0.12                  &     -0.39                  &     -0.47                  &     -0.15          &     -0.17          &      0.18                  &      0.10                  &      1.01                  &      1.18        \\
& (     0.17)                                         & (     0.18)                                                 & (     0.38)                                                 & (     0.41)                                                 & (     0.25)                                         & (     0.27)                                         & (     0.31)                                                 & (     0.34)                                                 & (     0.65)                                                 & (     0.68)                                        \\
\multicolumn{11}{l}{of which:} \\
\hspace{0.20cm} Personnel                                   &     -0.05              &     -0.12                      &     -0.81                      &     -0.85                      &     -0.04              &     -0.15              &     -0.08                      &     -0.19                      &     -0.34                      &     -0.46            \\
& (     0.22)                                           & (     0.24)                                                   & (     0.48)                                                   & (     0.52)                                                   & (     0.30)                                           & (     0.33)                                           & (     0.41)                                                   & (     0.45)                                                   & (     0.85)                                                   & (     0.91)                                          \\
Public Investment                           &      0.09          &      0.17                  &      0.40                  &      0.45                  &      0.23          &      0.29          &     -0.08                  &     -0.05                  &     -0.96                  &     -1.11        \\
& (     0.16)                                         & (     0.18)                                                 & (     0.37)                                                 & (     0.40)                                                 & (     0.26)                                         & (     0.29)                                         & (     0.31)                                                 & (     0.34)                                                 & (     0.63)                                                 & (     0.66)                                        \\
\midrule
\multicolumn{11}{c}{Allocation of resources: functional categories (\% of total expenditure)} \\
\midrule
Social Expenditures                         &      0.64            &      0.75                    &      1.27                    &      1.39                    &      0.71            &      0.71            &      0.91                    &      1.00                    &      2.19                    &      2.21          \\
& (     0.21)                                          & (     0.24)                                                  & (     0.40)                                                  & (     0.44)                                                  & (     0.30)                                          & (     0.33)                                          & (     0.39)                                                  & (     0.43)                                                  & (     0.87)                                                  & (     0.92)                                         \\
\multicolumn{11}{l}{of which:} \\
\hspace{0.20cm} Health \& sanitation        &      0.18                    &      0.15                            &      0.69                            &      0.83                            &      0.38                    &      0.22                    &     -0.11                            &     -0.14                            &      0.45                            &      0.75                  \\
& (     0.15)                                              & (     0.17)                                                      & (     0.30)                                                      & (     0.32)                                                      & (     0.22)                                              & (     0.25)                                              & (     0.27)                                                      & (     0.30)                                                      & (     0.42)                                                      & (     0.47)                                             \\
\hspace{0.20cm} Education \& culture        &      0.24              &      0.37                      &      0.31                      &      0.32                      &      0.12              &      0.11              &      1.00                      &      0.97                      &      0.83                      &      0.88            \\
& (     0.16)                                           & (     0.18)                                                   & (     0.30)                                                   & (     0.32)                                                   & (     0.19)                                           & (     0.21)                                           & (     0.30)                                                   & (     0.35)                                                   & (     0.50)                                                   & (     0.54)                                          \\
\hspace{0.20cm} Social welfare              &      0.16                  &      0.11                          &      0.32                          &      0.30                          &      0.27                  &      0.27                  &      0.12                          &      0.09                          &      0.36                          &      0.35                \\
& (     0.06)                                             & (     0.07)                                                     & (     0.11)                                                     & (     0.12)                                                     & (     0.09)                                             & (     0.10)                                             & (     0.10)                                                     & (     0.11)                                                     & (     0.20)                                                     & (     0.21)                                            \\
\midrule
\multicolumn{11}{l}{Other Expenditures:} \\
\hspace{0.20cm} Housing                     &     -0.16                  &     -0.19                          &     -0.36                          &     -0.40                          &      0.05                  &      0.12                  &     -0.15                          &     -0.07                          &      0.41                          &      0.43                \\
& (     0.13)                                             & (     0.14)                                                     & (     0.29)                                                     & (     0.32)                                                     & (     0.21)                                             & (     0.23)                                             & (     0.24)                                                     & (     0.26)                                                     & (     0.65)                                                     & (     0.70)                                            \\
\hspace{0.20cm} Transportation              &     -0.18              &     -0.18                      &     -0.07                      &     -0.01                      &     -0.24              &     -0.21              &     -0.52                      &     -0.58                      &     -0.73                      &     -0.75            \\
& (     0.09)                                           & (     0.10)                                                   & (     0.20)                                                   & (     0.21)                                                   & (     0.13)                                           & (     0.15)                                           & (     0.19)                                                   & (     0.21)                                                   & (     0.29)                                                   & (     0.31)                                          \\
\hspace{0.20cm} Other                       &      1.16                  &      1.51                          &      3.34                          &      4.19                          &      0.25                  &      0.43                  &      1.92                          &      1.83                          &      6.48                          &      7.10                        \\
& (     0.61)                                             & (     0.67)                                                     & (     1.36)                                                     & (     1.39)                                                     & (     0.86)                                             & (     0.93)                                             & (     0.93)                                                     & (     1.04)                                                     & (     2.40)                                                     & (     2.64)                                            \\
\midrule
Social Expenditures per capita              &      1.16                  &      1.51                          &      3.34                          &      4.19                          &      0.25                  &      0.43                  &      1.92                          &      1.83                          &      6.48                          &      7.10                        \\
& (     0.61)                                             & (     0.67)                                                     & (     1.36)                                                     & (     1.39)                                                     & (     0.86)                                             & (     0.93)                                             & (     0.93)                                                     & (     1.04)                                                     & (     2.40)                                                     & (     2.64)                                            \\
\bottomrule
Observations (all)                          &  8943                  & 8943                   & 2395                   & 2395                           & 4158           &  4158                  & 3105                   & 3105                   & 919                           & 919                  \\
Observations (effective)                    &  4408               & 3136                & 1227                & 929                        & 2367        &  1810               & 1660                & 1209                & 451                        & 360       \\
\bottomrule
\end{tabular}}
